A specialist that converts code and text into dense vector representations, making it useful for semantic search and retrieval tasks over codebases. It handles long inputs gracefully with a 32k token context window, which means it can embed entire files or lengthy code snippets without truncation. Its open-weight nature means it can be deployed locally without API dependencies.